Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9403725 | 0.7361926 | 0.4511903 |
| bt | 0.8609163 | 0.5789197 | 0.2702825 |
| maxnet | 0.8162750 | 0.4994854 | NA |
| gam | 0.8154533 | 0.4884004 | 0.2169495 |
| glm | 0.7496091 | 0.4737214 | 0.1070290 |